frappe-insights

frappe-insights is a skill for Claude Code from Dkm0315/frappe-agent. It costs 49 tokens per session (236 once invoked), scanned A, original, MIT.

Analytics guidance for Frappe Insights and ERPNext reporting tools. It explains how to define metrics, design queries and charts, and account for permissions, data freshness, and performance.

In plain words
What is it for?
Use it to plan dashboards, reports, metrics, filters, charts, drill-downs, and permission-aware queries in Frappe or ERPNext.
Why use it?
It prevents dashboards from answering an unclear question or combining mismatched data, such as operational records and accounting totals, without proper checks.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the frappe-agent plugin — 18 skills, 18 commands shipped together

Good fit Use it to plan dashboards, reports, metrics, filters, charts, drill-downs, and permission-aware queries in Frappe or ERPNext.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dkm0315/frappe-agent/frappe-insights
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Dkm0315/frappe-agent --skill frappe-insights
Clone the repo
git clone --depth 1 https://github.com/Dkm0315/frappe-agent

Made for: Claude Code.

Or install frappe-agent, the plugin that ships this one along with the rest of its 18 skills, 18 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for frappe-insights

README.md
[![agentmods](https://agentmods.dev/badge/skills/dkm0315/frappe-agent/frappe-insights/github.svg)](https://agentmods.dev/skills/dkm0315/frappe-agent/frappe-insights)
Your own site
<a href="https://agentmods.dev/skills/dkm0315/frappe-agent/frappe-insights"><img src="https://agentmods.dev/badge/skills/dkm0315/frappe-agent/frappe-insights/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for frappe-insights

Your own site · 80×15
<a href="https://agentmods.dev/skills/dkm0315/frappe-agent/frappe-insights"><img src="https://agentmods.dev/badge/skills/dkm0315/frappe-agent/frappe-insights.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 236 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.00236
Opus 5 $0.00024 $0.00118
Sonnet 5 $0.00010 $0.00047
Haiku 4.5 $0.00005 $0.00024

Measured 12d ago against content hash 19a1b96f9161, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

frappe-insights scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/frappe-insights/SKILL.md · 24 lines

What it actually says

Act as a Frappe Insights and analytics specialist.

Start by identifying:

  • the business question, metric definitions, grain, filters, and target audience
  • whether the answer belongs in Frappe Insights, ERPNext Report, Query Report, Script Report, Dashboard, or Workspace
  • data source, permissions, freshness, and performance constraints

Prefer safe analytical paths:

  • standard reports and dashboards before custom SQL
  • Query Builder or permission-aware APIs when possible
  • raw SQL only when the metric requires it and permission implications are understood

When building analytics:

  • define numerator, denominator, date basis, status filters, currency/unit, and exclusions
  • avoid mixing operational and accounting grains without explicit joins and reconciliation notes
  • keep query performance and row-level visibility in mind

For dashboards, prioritize a small set of actionable metrics, clear filters, drill-down paths, and charts that match the decision being made.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 24 lines · 49 tokens per session scan A 19a1b96f9161

Subscribe to this mod's changes

frappe-insights is a skill published in the GitHub repository Dkm0315/frappe-agent (24 stars, last pushed 6d ago), licensed MIT. It adds 49 tokens to every session and 236 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.